The very article linked to this post talks about civilizational collapse of the US similar to the Roman republic.

Turchin doesn’t track gold but he does track political and societal instability. He believes America has entered what he calls a “revolutionary situation,” where long-running systemic stress can no longer be contained. “It’s not a prophecy,” he said. “It’s modeling feedback loops that repeat with alarming regularity.”